| #---------------------------------------------------------------------------- |
| # Copyright (c) 2021 Arm Limited. All rights reserved. |
| # SPDX-License-Identifier: Apache-2.0 |
| # |
| # Licensed under the Apache License, Version 2.0 (the "License"); |
| # you may not use this file except in compliance with the License. |
| # You may obtain a copy of the License at |
| # |
| # http://www.apache.org/licenses/LICENSE-2.0 |
| # |
| # Unless required by applicable law or agreed to in writing, software |
| # distributed under the License is distributed on an "AS IS" BASIS, |
| # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
| # See the License for the specific language governing permissions and |
| # limitations under the License. |
| #---------------------------------------------------------------------------- |
| |
| # If the path to a directory or source file has been defined, |
| # get the type here (FILEPATH or PATH): |
| if (DEFINED ${use_case}_FILE_PATH) |
| get_path_type(${${use_case}_FILE_PATH} PATH_TYPE) |
| # Set the default type if path is not a dir or file path (or undefined) |
| if (NOT ${PATH_TYPE} STREQUAL PATH AND NOT ${PATH_TYPE} STREQUAL FILEPATH) |
| message(FATAL_ERROR "Invalid ${use_case}_FILE_PATH. It should be a dir or file path.") |
| endif() |
| else() |
| # Default is a directory path |
| set(PATH_TYPE PATH) |
| endif() |
| |
| message(STATUS "${use_case}_FILE_PATH is of type: ${PATH_TYPE}") |
| |
| USER_OPTION(${use_case}_FILE_PATH "Directory with custom image files to use, or path to a single image, in the evaluation application" |
| ${CMAKE_CURRENT_SOURCE_DIR}/resources/${use_case}/samples/ |
| ${PATH_TYPE}) |
| |
| USER_OPTION(${use_case}_IMAGE_SIZE "Square image size in pixels. Images will be resized to this size." |
| 224 |
| STRING) |
| |
| USER_OPTION(${use_case}_LABELS_TXT_FILE "Labels' txt file for the chosen model" |
| ${CMAKE_CURRENT_SOURCE_DIR}/resources/${use_case}/labels/labels_mobilenet_v2_1.0_224.txt |
| FILEPATH) |
| |
| # Generate input files |
| generate_images_code("${${use_case}_FILE_PATH}" |
| ${SRC_GEN_DIR} |
| ${INC_GEN_DIR} |
| "${${use_case}_IMAGE_SIZE}") |
| |
| # Generate labels file |
| set(${use_case}_LABELS_CPP_FILE Labels) |
| generate_labels_code( |
| INPUT "${${use_case}_LABELS_TXT_FILE}" |
| DESTINATION_SRC ${SRC_GEN_DIR} |
| DESTINATION_HDR ${INC_GEN_DIR} |
| OUTPUT_FILENAME "${${use_case}_LABELS_CPP_FILE}" |
| ) |
| |
| USER_OPTION(${use_case}_ACTIVATION_BUF_SZ "Activation buffer size for the chosen model" |
| 0x00200000 |
| STRING) |
| |
| # If there is no tflite file pointed to |
| if (NOT DEFINED ${use_case}_MODEL_TFLITE_PATH) |
| |
| set(MODEL_RESOURCES_DIR ${DOWNLOAD_DEP_DIR}/${use_case}) |
| file(MAKE_DIRECTORY ${MODEL_RESOURCES_DIR}) |
| set(MODEL_FILENAME mobilenet_v2_1.0_224_quantized_1_default_1.tflite) |
| set(DEFAULT_MODEL_PATH ${MODEL_RESOURCES_DIR}/${MODEL_FILENAME}) |
| |
| # Download the default model |
| set(ZOO_COMMON_SUBPATH "models/image_classification/mobilenet_v2_1.0_224/tflite_uint8") |
| set(ZOO_MODEL_SUBPATH "${ZOO_COMMON_SUBPATH}/${MODEL_FILENAME}") |
| |
| download_file_from_modelzoo(${ZOO_MODEL_SUBPATH} ${DEFAULT_MODEL_PATH}) |
| |
| if (ETHOS_U55_ENABLED) |
| message(STATUS |
| "Ethos-U55 is enabled, but the model downloaded is not optimized by vela. " |
| "To use Ethos-U55 acceleration, optimise the downloaded model and pass it " |
| "as ${use_case}_MODEL_TFLITE_PATH to the CMake configuration.") |
| endif() |
| |
| # If the target platform is native |
| if (${TARGET_PLATFORM} STREQUAL native) |
| |
| # Download test vectors |
| set(ZOO_TEST_IFM_SUBPATH "${ZOO_COMMON_SUBPATH}/testing_input/input/0.npy") |
| set(ZOO_TEST_OFM_SUBPATH "${ZOO_COMMON_SUBPATH}/testing_output/output/0.npy") |
| |
| set(${use_case}_TEST_IFM ${MODEL_RESOURCES_DIR}/ifm0.npy CACHE FILEPATH |
| "Input test vector for ${use_case}") |
| set(${use_case}_TEST_OFM ${MODEL_RESOURCES_DIR}/ofm0.npy CACHE FILEPATH |
| "Input test vector for ${use_case}") |
| |
| download_file_from_modelzoo(${ZOO_TEST_IFM_SUBPATH} ${${use_case}_TEST_IFM}) |
| download_file_from_modelzoo(${ZOO_TEST_OFM_SUBPATH} ${${use_case}_TEST_OFM}) |
| |
| set(TEST_SRC_GEN_DIR ${CMAKE_BINARY_DIR}/generated/${use_case}/tests/src) |
| set(TEST_INC_GEN_DIR ${CMAKE_BINARY_DIR}/generated/${use_case}/tests/include) |
| file(MAKE_DIRECTORY ${TEST_SRC_GEN_DIR} ${TEST_INC_GEN_DIR}) |
| |
| # Generate test data files to be included in x86 tests |
| generate_test_data_code( |
| INPUT_DIR "${DOWNLOAD_DEP_DIR}/${use_case}" |
| DESTINATION_SRC ${TEST_SRC_GEN_DIR} |
| DESTINATION_HDR ${TEST_INC_GEN_DIR} |
| USECASE "${use_case}") |
| endif() |
| |
| else() |
| set(DEFAULT_MODEL_PATH "N/A") |
| endif() |
| |
| USER_OPTION(${use_case}_MODEL_TFLITE_PATH "NN models file to be used in the evaluation application. Model files must be in tflite format." |
| ${DEFAULT_MODEL_PATH} |
| FILEPATH |
| ) |
| |
| # Generate model file |
| generate_tflite_code( |
| MODEL_PATH ${${use_case}_MODEL_TFLITE_PATH} |
| DESTINATION ${SRC_GEN_DIR} |
| ) |